Pawni Yadav
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Who Is Sycophantic to Whom? Confident LLMs, Human Deference, and the Collapse of Trust Calibration
According to the abstract, a small experiment with 32 participants had people learn science topics from assistants built on GPT-5-mini whose facts were partly replaced by falsehoods. The authors report people adopted stated falsehoods about 65% of the time and held them with high confidence.